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Genotype concordance and polygenic risk score estimation across consumer genetic testing data.
Prag Batra1, Kuan-Lin Huang2,3,4
1School of Medicine, New York University, New York, New York.
Annals of Human Genetics
|May 22, 2020
Summary
Consumer genomics data from different services show significant discrepancies. This impacts genetic risk scores for diseases like Alzheimer's, emphasizing the need for careful data interpretation and quality control.
Area of Science:
- Genomics
- Bioinformatics
- Personalized Medicine
Background:
- The consumer genomics industry is rapidly expanding, providing genetic insights to millions.
- Understanding the comparability of data from various direct-to-consumer (DTC) genetic testing services is crucial.
Purpose of the Study:
- To evaluate genotype concordance and genetic risk estimation across different consumer genomics platforms.
- To identify potential discrepancies in genetic information derived from SNP-array and whole-genome sequencing services.
Main Methods:
- Comparative analysis of genotyped sites from two SNP-array and one low-pass whole-genome sequencing DTC services.
- Assessment of genotype concordance for overlapping sites.
- Evaluation of genetic risk scores, including APOE genotyping for Alzheimer's disease.
Main Results:
- The three services predominantly genotyped distinct sets of genetic markers.
- High concordance (99.6%) was observed between two SNP-array services, but lower concordance (73.0%) with the sequencing service.
- Discrepancies led to varied APOE genotypes and Alzheimer's disease genetic risk scores.
Conclusions:
- Genotype data from different consumer genomics platforms can yield differing genetic risk estimates.
- Careful quality control and interpretation are essential when using DTC genetic data.
- The heterogeneity of DTC genomic data necessitates standardized validation protocols.
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